FeatureLens - AI-powered feature analysis library
Project description
FeatureLens
FeatureLens is a Python library for analyzing feature importance using statistical methods, machine learning, and optional AI-based explanations.
Features
- Correlation analysis between features and target
- Machine learning based feature importance
- Combined feature ranking
- Optional visualization (correlation heatmap and importance plots)
- AI-based explanations for feature relevance
Installation
pip install featurelens
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featurelens_ai-2.0.2.tar.gz
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